Scale records 616,915 monthly visits with +12.5% month-over-month growth and Contact for Pricing pricing. Voxpopme records 301,522 monthly visits with +38.5% growth and Contact for Pricing pricing.
The data, evaluations and systems behind AI that has to be right.
Turn customer voices into confident decisions
| Dimension / Metric | | |
|---|---|---|
| Official Domain | scale.com | voxpopme.com |
| Pricing Model | Contact for Pricing | Contact for Pricing |
| Monthly Visits | 616.92K (616,915) | 301.52K (301,522) |
| MoM Traffic Delta | +68.69K (+12.5%) | +83.83K (+38.5%) |
| Primary Market & Share | 🇺🇸 United States (44.2%) | 🇺🇸 United States (50.2%) |
| Direct Visits / mo | 191.41K | 225.52K |
| User Rating | 4.7 | 4.4 |
| Supported Platforms | Website | Website |
The data, evaluations and systems behind AI that has to be right.
Human-sourced and expert-annotated training data, including specialist contributors with advanced degrees, at the quality bar frontier labs require.
Public leaderboards plus private benchmarks that test model capability and safety for the most ambitious AI developers.
Platform and services teams that pick the right use case, build the system and take ownership of the outcome.
Agentic systems designed around measurable business outcomes across private equity portfolios, energy and healthcare operations.
Turn customer voices into confident decisions
Collect authentic customer voices at scale through video responses that surface emotion and reasoning beyond what text surveys capture.
An AI moderator conducts voice-led interviews, asking intelligent follow-up questions to uncover deeper customer motivations without a human interviewer present.
Automatically transcribe conversations, detect themes and sentiment, and generate summaries and reports from hours of qualitative data in minutes.
Keep every answer in one searchable repository so teams can connect signals across markets, segments and timeframes.
SpecialistStreamlines computer vision dataset annotation and model training, but is less suited for general LLM text tasks.
SpecialistStreamlines computer vision dataset annotation and model training, but is less suited for general LLM text tasks.
Automates qualitative customer research with AI-moderated interviews, offering stronger synthesis capabilities than standard video survey tools.
Automates qualitative customer research with AI-moderated interviews, offering stronger synthesis capabilities than standard video survey tools.
Focuses heavily on enterprise data labeling and training data curation, similar to Scale's core annotation business.
Focuses heavily on enterprise data labeling and training data curation, similar to Scale's core annotation business.
Runs enterprise-scale AI-moderated interviews and simulated audience studies, replacing traditional video survey collection workflows.
Runs enterprise-scale AI-moderated interviews and simulated audience studies, replacing traditional video survey collection workflows.
Provides enterprise multimodal annotation and data management tools, but with less emphasis on managed labeling workforces.
Provides enterprise multimodal annotation and data management tools, but with less emphasis on managed labeling workforces.
SpecialistTrack, evaluate, and ship AI models and agents in one connected environment.
SpecialistTrack, evaluate, and ship AI models and agents in one connected environment.
SpecialistFocuses on post-deployment LLM observability and evaluation rather than training data generation or annotation.
SpecialistFocuses on post-deployment LLM observability and evaluation rather than training data generation or annotation.
Specializes in data infrastructure and annotation specifically tailored for computer vision and physical AI workloads.
Specializes in data infrastructure and annotation specifically tailored for computer vision and physical AI workloads.
Synthesizes unstructured customer feedback into searchable insights, but focuses more on general feedback repositories than video-first surveys.
Synthesizes unstructured customer feedback into searchable insights, but focuses more on general feedback repositories than video-first surveys.
SpecialistTranscribe, analyze, and score every conversation against your own methodology
SpecialistTranscribe, analyze, and score every conversation against your own methodology
Free / Open-sourceOffers a flexible open-source alternative for custom data labeling and human-in-the-loop annotation pipelines.
Free / Open-sourceOffers a flexible open-source alternative for custom data labeling and human-in-the-loop annotation pipelines.
SpecialistBuild, simulate, evaluate and monitor self-improving AI agents
SpecialistBuild, simulate, evaluate and monitor self-improving AI agents
